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Guillaume TOCHON
Guillaume TOCHON
Associate Professor, EPITA (LRE)
Verified email at lrde.epita.fr
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Cited by
Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
18292018
Hyperspectral image segmentation using a new spectral unmixing-based binary partition tree representation
MA Veganzones, G Tochon, M Dalla-Mura, AJ Plaza, J Chanussot
IEEE Transactions on Image Processing 23 (8), 3574-3589, 2014
1192014
A new extended linear mixing model to address spectral variability
MA Veganzones, L Drumetz, G Tochon, M Dalla Mura, A Plaza, ...
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
952014
On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images
G Tochon, JB Feret, S Valero, RE Martin, DE Knapp, P Salembier, ...
Remote sensing of environment 159, 318-331, 2015
682015
Segmentation of gliomas and prediction of patient overall survival: a simple and fast procedure
E Puybareau, G Tochon, J Chazalon, J Fabrizio
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019
402019
QU-BraTS: MICCAI BraTS 2020 challenge on quantifying uncertainty in brain tumor segmentation-analysis of ranking scores and benchmarking results
R Mehta, A Filos, U Baid, C Sako, R McKinley, M Rebsamen, K Dätwyler, ...
The journal of machine learning for biomedical imaging 2022, 2022
392022
Object tracking by hierarchical decomposition of hyperspectral video sequences: Application to chemical gas plume tracking
G Tochon, J Chanussot, M Dalla Mura, AL Bertozzi
IEEE Transactions on Geoscience and Remote Sensing 55 (8), 4567-4585, 2017
362017
Why is the winner the best?
M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, S Ali, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
182023
Gas plume detection and tracking in hyperspectral video sequences using binary partition trees
G Tochon, J Chanussot, J Gilles, M Dalla Mura, JM Chang, AL Bertozzi
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
182014
Going beyond p-convolutions to learn grayscale morphological operators
A Kirszenberg, G Tochon, É Puybareau, J Angulo
International Conference on Discrete Geometry and Mathematical Morphology …, 2021
152021
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation
MA Veganzones, G Tochon, M Dalla Mura, AJ Plaza, J Chanussot
2013 IEEE International Conference on Image Processing, 245-249, 2013
142013
Estimating the number of endmembers to use in spectral unmixing of hyperspectral data with collaborative sparsity
L Drumetz, G Tochon, J Chanussot, C Jutten
International Conference on Latent Variable Analysis and Signal Separation …, 2017
132017
Hyperspectral local intrinsic dimensionality
L Drumetz, MA Veganzones, RM Gómez, G Tochon, M Dalla Mura, ...
IEEE Transactions on Geoscience and Remote Sensing 54 (7), 4063-4078, 2016
122016
Binary partition tree-based local spectral unmixing
L Drumetz, MA Veganzones, R Marrero, G Tochon, M Dalla Mura, A Plaza, ...
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
122014
Binary partition tree as a hyperspectral segmentation tool for tropical rainforests
G Tochon, JB Feret, RE Martin, R Tupayachi, J Chanussot, GP Asner
2012 IEEE International Geoscience and Remote Sensing Symposium, 6368-6371, 2012
122012
Braids of partitions for the hierarchical representation and segmentation of multimodal images
G Tochon, M Dalla Mura, MA Veganzones, T Géraud, J Chanussot
Pattern Recognition 95, 162-172, 2019
112019
Learning grayscale mathematical morphology with smooth morphological layers
R Hermary, G Tochon, É Puybareau, A Kirszenberg, J Angulo
Journal of Mathematical Imaging and Vision 64 (7), 736-753, 2022
102022
Binary partition trees-based spectral-spatial permutation ordering
MA Veganzones, M Dalla Mura, G Tochon, J Chanussot
International Symposium on Mathematical Morphology and Its Applications to …, 2015
92015
On some associations between mathematical morphology and artificial intelligence
I Bloch, S Blusseau, R Pino Pérez, É Puybareau, G Tochon
International conference on discrete geometry and mathematical morphology …, 2021
82021
Learning endmember dynamics in multitemporal hyperspectral data using a state-space model formulation
L Drumetz, M Dalla Mura, G Tochon, R Fablet
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
82020
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